{"schema_version":"onlylabs.public_signal.v1","title":"Amazon (Nova) Model: amazon/gpt-oss-120b-p-eagle","description":"Amazon (Nova) model signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/445f6122-72fc-4c6c-af5f-f23360f7428d","json_url":"https://onlylabs.fyi/signals/445f6122-72fc-4c6c-af5f-f23360f7428d/signal.json","generated_at":"2026-06-11T02:49:44.602497+00:00","org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/amazon","dossier_json_url":"https://onlylabs.fyi/labs/amazon/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/445f6122-72fc-4c6c-af5f-f23360f7428d","signal_json":"https://onlylabs.fyi/signals/445f6122-72fc-4c6c-af5f-f23360f7428d/signal.json","source":"https://huggingface.co/amazon/gpt-oss-120b-p-eagle","lab_dossier":"https://onlylabs.fyi/labs/amazon","lab_dossier_json":"https://onlylabs.fyi/labs/amazon/dossier.json","analysis":"https://onlylabs.fyi/analysis/amazon","analysis_json":"https://onlylabs.fyi/analysis/amazon/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/amazon/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"Amazon (Nova) published amazon/gpt-oss-120b-p-eagle. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 267 HF downloads · Very low traction, niche model release. onlylabs links this event to 1 captured evidence page and 6 related model signals.","signal_desk":"releases","source_context":{"source_url":"https://huggingface.co/amazon/gpt-oss-120b-p-eagle","source_host":"huggingface.co","occurred_at":"2026-02-09T21:23:11+00:00","first_seen_at":"2026-06-06T01:49:28.820608+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Amazon (Nova)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"huggingface.co","source":"source"},{"label":"License","value":"apache-2.0","source":"model"},{"label":"Params","value":"1.7B","source":"model"},{"label":"Downloads","value":"267","source":"traction"},{"label":"Likes","value":"9","source":"traction"},{"label":"Notability","value":"Very low traction, niche model release","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://huggingface.co/amazon/gpt-oss-120b-p-eagle/raw/main/README.md"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:49:44.602497+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/445f6122-72fc-4c6c-af5f-f23360f7428d/signal.json","dossier_json":"https://onlylabs.fyi/labs/amazon/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/amazon/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/amazon/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What shipped in this model artifact, and what evidence describes its capability, license, or traction?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related model signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/445f6122-72fc-4c6c-af5f-f23360f7428d/signal.json","required":true},{"label":"source","url":"https://huggingface.co/amazon/gpt-oss-120b-p-eagle","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/amazon/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/amazon/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Amazon (Nova)'s model signal \"amazon/gpt-oss-120b-p-eagle\" for frontier lab strategy."},"semantic_triples":[{"subject":"Amazon (Nova)","predicate":"published model","object":"amazon/gpt-oss-120b-p-eagle","text":"Amazon (Nova) published model amazon/gpt-oss-120b-p-eagle."},{"subject":"amazon/gpt-oss-120b-p-eagle","predicate":"is classified as","object":"model signal","text":"amazon/gpt-oss-120b-p-eagle is classified as model signal."},{"subject":"amazon/gpt-oss-120b-p-eagle","predicate":"belongs to","object":"releases desk","text":"amazon/gpt-oss-120b-p-eagle belongs to releases desk."},{"subject":"amazon/gpt-oss-120b-p-eagle","predicate":"has evidence coverage","object":"1 captured evidence page","text":"amazon/gpt-oss-120b-p-eagle has evidence coverage 1 captured evidence page."},{"subject":"amazon/gpt-oss-120b-p-eagle","predicate":"has captured page count","object":"1","text":"amazon/gpt-oss-120b-p-eagle has captured page count 1."},{"subject":"amazon/gpt-oss-120b-p-eagle","predicate":"has readable page count","object":"1","text":"amazon/gpt-oss-120b-p-eagle has readable page count 1."},{"subject":"amazon/gpt-oss-120b-p-eagle","predicate":"has related signal count","object":"6","text":"amazon/gpt-oss-120b-p-eagle has related signal count 6."},{"subject":"amazon/gpt-oss-120b-p-eagle","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"amazon/gpt-oss-120b-p-eagle has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"amazon/gpt-oss-120b-p-eagle","predicate":"has source host","object":"huggingface.co","text":"amazon/gpt-oss-120b-p-eagle has source host huggingface.co."},{"subject":"amazon/gpt-oss-120b-p-eagle","predicate":"has lab","object":"Amazon (Nova)","text":"amazon/gpt-oss-120b-p-eagle has lab Amazon (Nova)."},{"subject":"amazon/gpt-oss-120b-p-eagle","predicate":"has signal desk","object":"releases","text":"amazon/gpt-oss-120b-p-eagle has signal desk releases."},{"subject":"amazon/gpt-oss-120b-p-eagle","predicate":"has source host","object":"huggingface.co","text":"amazon/gpt-oss-120b-p-eagle has source host huggingface.co."},{"subject":"amazon/gpt-oss-120b-p-eagle","predicate":"has license","object":"apache-2.0","text":"amazon/gpt-oss-120b-p-eagle has license apache-2.0."},{"subject":"amazon/gpt-oss-120b-p-eagle","predicate":"has params","object":"1.7B","text":"amazon/gpt-oss-120b-p-eagle has params 1.7B."},{"subject":"amazon/gpt-oss-120b-p-eagle","predicate":"has downloads","object":"267","text":"amazon/gpt-oss-120b-p-eagle has downloads 267."},{"subject":"amazon/gpt-oss-120b-p-eagle","predicate":"has likes","object":"9","text":"amazon/gpt-oss-120b-p-eagle has likes 9."},{"subject":"amazon/gpt-oss-120b-p-eagle","predicate":"has notability","object":"Very low traction, niche model release","text":"amazon/gpt-oss-120b-p-eagle has notability Very low traction, niche model release."}]},"intelligence":{"signal_desk":"releases","answer":"Amazon (Nova) published amazon/gpt-oss-120b-p-eagle. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 267 HF downloads · Very low traction, niche model release. onlylabs links this event to 1 captured evidence page and 6 related model signals.","semantic_triples":[{"subject":"Amazon (Nova)","predicate":"published model","object":"amazon/gpt-oss-120b-p-eagle","text":"Amazon (Nova) published model amazon/gpt-oss-120b-p-eagle."},{"subject":"amazon/gpt-oss-120b-p-eagle","predicate":"is classified as","object":"model signal","text":"amazon/gpt-oss-120b-p-eagle is classified as model signal."},{"subject":"amazon/gpt-oss-120b-p-eagle","predicate":"belongs to","object":"releases desk","text":"amazon/gpt-oss-120b-p-eagle belongs to releases desk."},{"subject":"amazon/gpt-oss-120b-p-eagle","predicate":"has evidence coverage","object":"1 captured evidence page","text":"amazon/gpt-oss-120b-p-eagle has evidence coverage 1 captured evidence page."}]},"signal":{"id":"445f6122-72fc-4c6c-af5f-f23360f7428d","url":"https://onlylabs.fyi/signals/445f6122-72fc-4c6c-af5f-f23360f7428d","json_url":"https://onlylabs.fyi/signals/445f6122-72fc-4c6c-af5f-f23360f7428d/signal.json","source_url":"https://huggingface.co/amazon/gpt-oss-120b-p-eagle","title":"amazon/gpt-oss-120b-p-eagle","summary":"Amazon (Nova) published a model signal. onlylabs watches model cards, launch context, and traction.","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-02-09T21:23:11+00:00","first_seen_at":"2026-06-06T01:49:28.820608+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://huggingface.co/amazon/gpt-oss-120b-p-eagle/raw/main/README.md"]},"facets":{"license":"apache-2.0"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":267,"hf_likes":9},"data_radar":null},"primary_evidence_page":{"url":"https://huggingface.co/amazon/gpt-oss-120b-p-eagle/raw/main/README.md","final_url":"https://huggingface.co/amazon/gpt-oss-120b-p-eagle/raw/main/README.md","title":"amazon/gpt-oss-120b-p-eagle model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:44.602497+00:00","bytes":3176,"raw_path":"6b7b94117763037259a51c2b1ddadb7bb4bbb3bc4e9c3f7dde6e4ab33182c4d4.md","content_hash":"df81c19cf2b53ea6861f3c54b07ee1fea154696d1763a5e4826910401dbffe0d","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: apache-2.0 --- Model Overview P-EAGLE is a parallel-drafting speculative decoding model that generates K draft tokens in a single forward pass. It transforms EAGLE—the state-of-the-art speculative decoding method—from autoregressive to parallel draft generation. Model Details The model architecture is illustrated in the following figure. Specifically, we trained a 4-layer P-EAGLE for GPT-OSS 120B as the target model, with number of parallel-token prediction as 8. P-EAGLE follows the vanila EAGLE 3 using three layers of hidden states from the target model. <img src=\"https://cdn-uploads.huggingface.co/production/uploads/64ab5fe189aa67e4a251b6b4/UBBMgZvXkOduu_LpUunQy.png\" width=\"50%\"> Model Description - **Developed by:** AWS - **Model type:** EAGLE - **Language(s) (NLP):** English - **License:** Apache License 2.0 - **Target model:** [GPT-OSS 120B](https://huggingface.co/openai/gpt-oss-120b) Model Sources - **Paper**: [P-EAGLE: Parallel-Drafting EAGLE with Scalable Training](https://www.arxiv.org/pdf/2602.01469) Training Data - [Ultrachat_200k](HuggingFaceH4/ultrachat_200k) -..."},"evidence_pages":[{"url":"https://huggingface.co/amazon/gpt-oss-120b-p-eagle/raw/main/README.md","final_url":"https://huggingface.co/amazon/gpt-oss-120b-p-eagle/raw/main/README.md","title":"amazon/gpt-oss-120b-p-eagle model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:44.602497+00:00","bytes":3176,"raw_path":"6b7b94117763037259a51c2b1ddadb7bb4bbb3bc4e9c3f7dde6e4ab33182c4d4.md","content_hash":"df81c19cf2b53ea6861f3c54b07ee1fea154696d1763a5e4826910401dbffe0d","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: apache-2.0 --- Model Overview P-EAGLE is a parallel-drafting speculative decoding model that generates K draft tokens in a single forward pass. It transforms EAGLE—the state-of-the-art speculative decoding method—from autoregressive to parallel draft generation. Model Details The model architecture is illustrated in the following figure. Specifically, we trained a 4-layer P-EAGLE for GPT-OSS 120B as the target model, with number of parallel-token prediction as 8. P-EAGLE follows the vanila EAGLE 3 using three layers of hidden states from the target model. <img src=\"https://cdn-uploads.huggingface.co/production/uploads/64ab5fe189aa67e4a251b6b4/UBBMgZvXkOduu_LpUunQy.png\" width=\"50%\"> Model Description - **Developed by:** AWS - **Model type:** EAGLE - **Language(s) (NLP):** English - **License:** Apache License 2.0 - **Target model:** [GPT-OSS 120B](https://huggingface.co/openai/gpt-oss-120b) Model Sources - **Paper**: [P-EAGLE: Parallel-Drafting EAGLE with Scalable Training](https://www.arxiv.org/pdf/2602.01469) Training Data - [Ultrachat_200k](HuggingFaceH4/ultrachat_200k) -..."}],"related_signals":[{"id":"774e55d2-87c5-4b3e-91d9-79271c21322b","url":"https://onlylabs.fyi/signals/774e55d2-87c5-4b3e-91d9-79271c21322b","source_url":"https://huggingface.co/amazon/Qwen3-Coder-30B-A3B-Instruct-P-EAGLE-long-context","title":"amazon/Qwen3-Coder-30B-A3B-Instruct-P-EAGLE-long-context","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-05-14T23:50:24+00:00","first_seen_at":"2026-06-06T01:49:28.820608+00:00","date_source":"source"},{"id":"65dd73c3-f938-468a-9777-d0d3fbbcbc23","url":"https://onlylabs.fyi/signals/65dd73c3-f938-468a-9777-d0d3fbbcbc23","source_url":"https://huggingface.co/amazon/gpt-oss-20b-p-eagle-long-context","title":"amazon/gpt-oss-20b-p-eagle-long-context","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-05-14T23:11:10+00:00","first_seen_at":"2026-06-06T01:49:28.820608+00:00","date_source":"source"},{"id":"c255adba-13d0-4522-a0af-63d9665b4c93","url":"https://onlylabs.fyi/signals/c255adba-13d0-4522-a0af-63d9665b4c93","source_url":"https://huggingface.co/amazon/gpt-oss-120b-p-eagle-long-context","title":"amazon/gpt-oss-120b-p-eagle-long-context","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-05-14T17:52:34+00:00","first_seen_at":"2026-06-06T01:49:28.820608+00:00","date_source":"source"},{"id":"349c8649-b8fc-4b89-85ca-a8bed8bb979e","url":"https://onlylabs.fyi/signals/349c8649-b8fc-4b89-85ca-a8bed8bb979e","source_url":"https://huggingface.co/amazon/GDN-primed-HQwen3-32B-Instruct","title":"amazon/GDN-primed-HQwen3-32B-Instruct","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-03-31T17:55:09+00:00","first_seen_at":"2026-06-06T01:49:28.820608+00:00","date_source":"source"},{"id":"7ba3f73b-c564-42f5-8c88-db38a44cdf91","url":"https://onlylabs.fyi/signals/7ba3f73b-c564-42f5-8c88-db38a44cdf91","source_url":"https://huggingface.co/amazon/Mamba2-primed-HQwen3-8B-Instruct","title":"amazon/Mamba2-primed-HQwen3-8B-Instruct","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-03-31T17:51:01+00:00","first_seen_at":"2026-06-06T01:49:28.820608+00:00","date_source":"source"},{"id":"4afc0b8c-2d15-4535-a6ec-9c24a5426a6d","url":"https://onlylabs.fyi/signals/4afc0b8c-2d15-4535-a6ec-9c24a5426a6d","source_url":"https://huggingface.co/amazon/GKA-primed-HQwen3-8B-Instruct","title":"amazon/GKA-primed-HQwen3-8B-Instruct","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-03-31T17:49:35+00:00","first_seen_at":"2026-06-06T01:49:28.820608+00:00","date_source":"source"}]}